Biomedical Engineering Reference
In-Depth Information
Table 4.28
Predictor ranking by MSE for gene
MART
1(
x
4
) in melanoma network (Top 10 Predictors
Shown)
Rank
1 input
2 inputs
3 inputs
Predictor
MSE
Predictor
MSE
Predictor
MSE
1
x
1
0.012746
x
1
,
x
7
0.008141
x
1,
x
2
,
x
7
0.004954
2
x
5
0.137126
x
1
,
x
2
0.009512
x
1,
x
6
,
x
7
0.008154
3
x
2
0.140740
x
1
,
x
3
0.012364
x
1,
x
5
,
x
7
0.008190
4
x
3
0.163481
x
1
,
x
6
0.012821
x
1,
x
2
,
x
3
0.009267
5
x
7
0.315267
x
1
,
x
5
0.019267
x
1,
x
3
,
x
7
0.009269
6
x
6
0.343011
x
2
,
x
5
0.088936
x
1,
x
2
,
x
6
0.009520
7
x
3
,
x
5
0.110609
x
1,
x
3
,
x
5
0.009832
8
x
5
,
x
6
0.125847
x
1,
x
2
,
x
5
0.009886
9
x
3
,
x
6
0.132900
x
1,
x
3
,
x
6
0.012235
10
x
5
,
x
7
0.133036
x
1,
x
5
,
x
6
0.012721
Table 4.29
Predictor ranking by MSE for gene
HADHB
(
x
5
) in melanoma network (Top 10
Predictors Shown)
Rank
1 input
2 inputs
3 inputs
Predictor
MSE
Predictor
MSE
Predictor
MSE
1
x
1
0.054450
x
1
,
x
4
0.025557
x
1
,
x
4
,
x
7
0.021039
2
x
4
0.137126
x
1
,
x
2
0.033795
x
1
,
x
3
,
x
4
0.022426
3
x
2
0.153993
x
1
,
x
7
0.050079
x
1
,
x
2
,
x
4
0.024602
4
x
3
0.218690
x
1
,
x
3
0.051083
x
1
,
x
4
,
x
6
0.025467
5
x
7
0.315565
x
1
,
x
6
0.054356
x
1
,
x
2
,
x
7
0.029309
6
x
6
0.334355
x
2
,
x
4
0.124102
x
1
,
x
2
,
x
3
0.030218
7
x
4
,
x
7
0.136953
x
1
,
x
2
,
x
6
0.033643
8
x
4
,
x
6
0.137194
x
1
,
x
3
,
x
6
0.048583
9
x
3
,
x
4
0.137458
x
1
,
x
3
,
x
7
0.049295
10
x
2
,
x
7
0.154147
x
1
,
x
6
,
x
7
0.049949
Table 4.30
Predictor ranking by MSE for gene
STC
2(
x
6
) in melanoma network (Top 10 Predictors
Shown)
Rank
1 input
2 inputs
3 inputs
Predictor
MSE
Predictor
MSE
Predictor
MSE
1
x
7
0.096190
x
3
,
x
7
0.075564
x
1
,
x
3
,
x
7
0.069109
2
x
2
0.224416
x
1
,
x
7
0.081605
x
3
,
x
5
,
x
7
0.075394
3
x
3
0.260163
x
2
,
x
7
0.096030
x
2
,
x
3
,
x
7
0.075572
4
x
5
0.334355
x
4
,
x
7
0.096044
x
3
,
x
4
,
x
7
0.075572
5
x
4
0.343011
x
5
,
x
7
0.101558
x
1
,
x
2
,
x
7
0.081524
6
x
1
0.357402
x
2
,
x
4
0.216856
x
1
,
x
4
,
x
7
0.081537
7
x
2
,
x
5
0.216989
x
1
,
x
5
,
x
7
0.081647
8
x
3
,
x
5
0.218127
x
2
,
x
4
,
x
7
0.095690
9
x
3
,
x
4
0.218175
x
2
,
x
5
,
x
7
0.095914
10
x
2
,
x
3
0.218195
x
4
,
x
5
,
x
7
0.096012
